Multimodal Watermarking on MS-COCO 14
3.01PPLNW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NWModel=Qwen2026.01 | 3.01 | — | — | 6.65 | |
| VISA-MModel=Qwen2026.01 | 3.04 | 0.8453 | 0.9467 | 5.68 | |
| VLAModel=Qwen2026.01 | 3.05 | 0.8218 | 0.9349 | 6.53 | |
| KGWModel=Qwen2026.01 | 3.08 | 0.8244 | 0.9362 | 6.18 | |
| SWEETModel=Qwen2026.01 | 3.15 | 0.7676 | 0.9414 | 6.02 | |
| DiPModel=Qwen2026.01 | 3.15 | 0.7778 | 0.9325 | 6.27 | |
| UnbiasedModel=Qwen2026.01 | 3.16 | 0.7767 | 0.9324 | 6.21 | |
| NWModel=LLaVA2026.01 | 5.24 | — | — | 16.26 | |
| VISA-MModel=LLaVA2026.01 | 5.52 | 0.9795 | 0.9307 | 16.39 | |
| SWEETModel=LLaVA2026.01 | 5.74 | 0.965 | 0.9269 | 19.25 | |
| VLAModel=LLaVA2026.01 | 5.8 | 0.8929 | 0.9279 | 17.94 | |
| KGWModel=LLaVA2026.01 | 5.83 | 0.957 | 0.927 | 17.37 | |
| DiPModel=LLaVA2026.01 | 5.92 | 0.8437 | 0.9291 | 16.91 | |
| UnbiasedModel=LLaVA2026.01 | 5.94 | 0.8433 | 0.9296 | 17.57 |